Open-source ad fraud detection for small businesses using machine learning. Detect click fraud and bot traffic from Google Ads, Facebook Ads, and other platforms. Completely free.

Open Source Ad Serving Platform with ML-Powered CTR Prediction | Self-hosted alternative to Google Ad Manager | Python, FastAPI, PyTorch

Pre-configured Media Kit Page using Gutenberg Block Patterns.

A novel approach to digital signage based user targeted advertising

Batch-query Open Sincera publisher data to audit domains, analyze supply paths, and improve transparency in programmatic advertising.

A supervised machine learning model for classifying FEC expenditure data

Evaluation Dataset for "Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia" (TextGraphs-15 Workshop@NAACL 2021)

AdVantage: A unified SaaS platform for managing multi-channel ad campaigns (Google Ads, Meta, etc.) with real-time analytics, lead tracking, and a cross-platform dashboard (React web & React Native mobile). Built with Node.js & MongoDB.

A VAST XML parser that extracts Creative and MediaFile element metadata.

🔧 Streamlit app for validating and optimizing ads.txt and app-ads.txt files. Auto-fix duplicates and syntax errors, detect malformed records, analyze account types and certification usage. Multi-source ingestion with CSV/JSON export for AdOps compliance workflows.

🔍 Streamlit bulk scanner for ads.txt and app-ads.txt availability verification. Batch domain validation with soft-404 detection, line counting, timeout handling, and CSV export. Built for AdOps workflows requiring large-scale audits of IAB ad declaration files.

✅ Streamlit validator for ads.txt and app-ads.txt partner declarations. Multi-threaded bulk domain auditing with SSL fallback, soft-404 detection, partial match diagnostics, and error triaging. Built for AdOps workflows. Supports DIRECT/RESELLER validation, and CSV export.

✅ Chrome extension for high-volume app-ads.txt validation with smart URL probing, IAB record parsing, and CSV export. Manifest V3 with timeout protection, HTML rejection, DIRECT/RESELLER counting, and batch processing. Built for AdOps compliance workflows and publisher audits.

The repository includes various analytics techniques and models that can be used to identify which campaigns are generating the most traffic, leads, and conversions. Additionally, the repository also provides various data visualization tools that can be used to create reports and dashboards to monitor the performance of digital advertising campaign

✅ Chrome extension for high-volume ads.txt validation with smart multi-variant URL probing, IAB record parsing, and CSV export. Manifest V3 with timeout protection, HTML rejection, DIRECT/RESELLER counting, and batch processing. Built for AdOps compliance and publisher audits.

Unsupervised domain adaptation with non-stochastic missing data

Wall Mount Capacitive Touch Screen Poe Power WiFi/RJ45 Port Wall Mount WiFi Industrial LCD Tablet

Machine learning system for predicting digital advertising campaign performance using regression models and a Flask API.

🎯 Build and manage digital ads with OpenAdServer, an open-source platform featuring machine learning to enhance click-through rates for SMBs and startups.

Interscope Ads – Global data-driven performance marketing platform